Dan Zhao

Dan Zhao Email and Phone Number

Machine Learning Researcher + Economist + Data Scientist @ MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
cambridge, massachusetts, united states
Dan Zhao's Location
United States, United States
About Dan Zhao

Hey, my name is Dan and I wear multiple hats (for better or worse). On the one hand, I am an applied researcher in artificial intelligence and machine learning, focusing on efficient and robust learning in NLP, computer vision, and within deep learning optimization in general. Some examples of areas I'm currently focusing on include: efficient multi-modal learning, sustainable and green A.I. with a focus on mitigating the compute/carbon costs of deep learning workloads, high-performance computing (HPC), interactions between large language models (LLMs) and foundation models as agents, and distillation/interpretability of LLMs. On the other hand, I am also an economist and data scientist with a prior focus on macroeconomics, causal inference, and behavioral economics. Having worked in public policy, international trade, finance, big tech, quantum computing, social media, healthcare/biotech, drug discovery, and more, I try to take an interdisciplinary (read: unconventional) approach in my research, work, and leadership style. As an applied AI scientist, economist, and data scientist all-in-one, I have 9+ years of experience across industry, academia, and government. Though much of my previous/current work has been more applied--i.e., designing, prototyping, building, and scaling in-house systems, models, and algorithms--I also (somehow) have publications ranging from machine learning conferences such as NeurIPS to engineering or distributed computing venues like IEEE and ACM as well as economic journals like Empirical Economics, etc. Some other parts of my work experience have also involved biz ops, biz dev, product, etc. I've also had the honor of advising some really cool start-ups and mentoring some very bright students.With extensive experience as an individual contributor and team lead, as well as building/cultivating teams from the ground up, I have made contributions to ML‑powered systems that are still in use today from models/algorithms powering pricing engines to efficiently guiding deep learning training jobs, etc.Most importantly--I'm still learning as I go along.

Dan Zhao's Current Company Details
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)

Mit Computer Science And Artificial Intelligence Laboratory (Csail)

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Machine Learning Researcher + Economist + Data Scientist
cambridge, massachusetts, united states
Employees:
414
Dan Zhao Work Experience Details
  • Mit Computer Science And Artificial Intelligence Laboratory (Csail)
    Research Scientist
    Mit Computer Science And Artificial Intelligence Laboratory (Csail) Jan 2024 - Present
    Affiliate researcher w/ CSAIL
  • Ai For Scientific Research
    Data Science & Research Lead
    Ai For Scientific Research May 2023 - Aug 2024
  • Sandboxaq
    Ai Fellow In Residence
    Sandboxaq Feb 2023 - Apr 2024
    Sandbox AQ (formerly GoogleX)AI research resident and informal solutions architect, conducting applied research and building prototypes for clients and internal stakeholders focusing on LLM + RAG capabilities for scientific knowledge discovery, quantum navigation, privacy and security, quantum chemistry, ML for material science and battery science, drug discovery, etc.
  • Massachusetts Institute Of Technology
    Advisor & Visiting Research Scientist
    Massachusetts Institute Of Technology Feb 2021 - Jul 2023
    MIT Supercomputing Center
  • Nasa - National Aeronautics And Space Administration
    Researcher, Machine Learning & Quantum Computing
    Nasa - National Aeronautics And Space Administration May 2022 - Apr 2023
    Applied research in quantum machine learning systems.
  • Twitter
    Sr. Applied Scientist
    Twitter Mar 2022 - Mar 2023
    Cortex Machine Learning + Data Science & Applied SciencesRecommendation systems for Notifications & Home Timeline, research on multi-modal large language models, virality across the social graph, graph machine learning, and data science/analytics for the producer economy.
  • Genentech
    Visiting Researcher
    Genentech Oct 2022 - Jan 2023
    Machine learning for drug discovery and parallelization of phramacokinetics ODE solvers on GPU
  • Mit Lincoln Laboratory
    Technical Staff Sr. Applied Scientist
    Mit Lincoln Laboratory Feb 2021 - Mar 2022
    Member of Technical Staff, working w/ MIT Lincoln Lab, MIT CSAIL, & MIT Supercomputing CenterApplied machine learning research and prototyping in uncertainty quantification, large foundation models, human-in-the-loop machine learning systems, HPC optimization, neural architecture search/design, and more.
  • Yale University
    Researcher
    Yale University Jun 2017 - Sep 2020
    -Department of Statistics & Data Science-Department of Engineering & Applied Sciences-Department of Economics
  • Blackrock
    Lead Data Scientist, Analytics Lead
    Blackrock 2017 - 2018
    Greater New York City Area
    Financial Markets Advisory (FMA) Markets & Analytics Group (MAG) & Client SolutionsAdvised clients on a range of consulting, technological, analytical, capital markets, data science, and strategic advisory services across US, Europe, and Asia via BlackRock's capital markets/portfolio management knowledge, market and asset expertise, data analytics, technological infrastructure, and modeling capabilities.
  • Deutsche Bank
    Senior Data Scientist - Quantitative Risk & Strategic Intelligence
    Deutsche Bank Sep 2015 - Nov 2017
    Greater New York City Area
    Risk Methodology & Risk Analytics, Business Intelligence & Strategic PlanningManaged team of researchers, consultants, risk officers, and product managers to develop and productionalize models for forecasting and preparing businesses against high-severity, low-probability risk events (e.g. money laundering, cyber-security attacks, geo-political upheaval, geographic and natural disasters) Also developed internal tools, analytics engines, and client products for anomaly detection of idiosyncratic risks in operational loss data.
  • Federal Reserve Bank Of Boston
    Strategy & Operations Associate
    Federal Reserve Bank Of Boston Aug 2014 - Sep 2015
    Greater Boston Area
    Conducted and presented research on China's industrial organization, economic structure, and alternative growth measures for studying China's economic performance.Worked to improve cross-country GDP forecasts via dynamic forecasting methods and identification of alternative data/methods for gauging economic activity.
  • Johnson & Johnson
    Senior Consultant, Business Intelligence & Operational Analytics
    Johnson & Johnson May 2014 - Sep 2014
    New Brunswick, New Jersey
    Health Care Systems: Supply Chain & Logistics, Special ProjectsLed a team of consultants, product managers, and operational staff to investigate, document, and estimate the net economic value/costs of a new track and trace system for J&J's pharmaceutic products in the Eurozone.
  • Executive Office Of The President, The White House
    Assistant Director, Industrial Subsidies & Trade (Interim)
    Executive Office Of The President, The White House Jun 2013 - Oct 2013
    Washington D.C. Metro Area
    The White House, Executive Office of the President (Obama administration)Office of US Trade Representative/Office of Multilateral Affairs & World Trade OrganizationIndustrial & Trade Policy, People's Republic of China
  • Common Cause
    Policy Analyst
    Common Cause Jun 2012 - Sep 2012
    Greater New York City Area
    Researched and modeled economics of political spending in elections and efficiency/efficacy of voter registration.
  • Community Voices Heard
    Policy Analyst
    Community Voices Heard May 2011 - Feb 2012
    Greater New York City Area
  • Participatory Budgeting Research Advisory Board
    Research Assistant
    Participatory Budgeting Research Advisory Board Jun 2011 - Sep 2011
    Greater New York City Area
  • The White House
    Financial Regulation Research Group
    The White House May 2010 - Jul 2010
    Washington D.C. Metro Area

Dan Zhao Education Details

Frequently Asked Questions about Dan Zhao

What company does Dan Zhao work for?

Dan Zhao works for Mit Computer Science And Artificial Intelligence Laboratory (Csail)

What is Dan Zhao's role at the current company?

Dan Zhao's current role is Machine Learning Researcher + Economist + Data Scientist.

What schools did Dan Zhao attend?

Dan Zhao attended Yale University, University Of Oxford, New York University, Williams College.

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